import unittest

from transformers import is_torch_available
from transformers.testing_utils import require_sentencepiece, require_tokenizers, require_torch, slow, torch_device


if is_torch_available():
	from transformers import AutoModelForSeqaSeqLM, AutoTokenizer

@require_torch
@require_sentencepiece
@require_tokenizers
class        UpperCamelCase						(				unittest.TestCase				):





						@slow
						def        A_							(self						)				->				Tuple:
												UpperCamelCase_		:							Dict  =		AutoModelForSeqaSeqLM.from_pretrained("""google/mt5-small"""			,     return_dict=snake_case__						).to(snake_case__						)
												UpperCamelCase_		:							Any  =		AutoTokenizer.from_pretrained("""google/mt5-small"""						)

												UpperCamelCase_		:							List[Any]  =		tokenizer("""Hello there"""			,     return_tensors="""pt"""						).input_ids
												UpperCamelCase_		:							Optional[int]  =		tokenizer("""Hi I am"""			,     return_tensors="""pt"""						).input_ids

												UpperCamelCase_		:							Optional[int]  =		model(input_ids.to(snake_case__						)			,     labels=labels.to(snake_case__						)						).loss
												UpperCamelCase_		:							Union[str, Any]  =		-(labels.shape[-1] * loss.item())

												UpperCamelCase_		:							Optional[int]  =		-84.9_127
												self.assertTrue(abs(mtf_score - EXPECTED_SCORE						) < 1E-4						)







from datetime import datetime

import requests
from bsa import BeautifulSoup

if __name__ == "__main__":
				A						=			input('Enter image url: ').strip()
				print(F'''Downloading image from {url} ...''')
				A						=			BeautifulSoup(requests.get(url).content, 'html.parser')
				# The image URL is in the content field of the first meta tag with property og:image
				A						=			soup.find('meta', {'property': 'og:image'})['content']
				A						=			requests.get(image_url).content
				A						=			F'''{datetime.now():%Y-%m-%d_%H:%M:%S}.jpg'''
				with open(file_name, 'wb') as fp:
								fp.write(image_data)
				print(F'''Done. Image saved to disk as {file_name}.''')